Source profileQuality 82/100

nexu-io/open-design/plugins/_official/examples/hps-academic-paper/SKILL.md

hps-academic-paper

A review deck on compositional generalization in large language models — the field map, the gap, the evidence, and open questions. Built as a decision-grade academic research deck for PI, lab group, reviewers.

Source repository stars
82,073
Declared platforms
0
Static risk flags
0
Last source update
2026-07-28
Source checked
2026-07-28

Decision brief

What it does—and where it fits

A locked, single-theme deck plugin in the html-ppt-studio family, ported from the MIT-licensed lewislulu/html-ppt-skill academic-paper theme (assets/themes/academic-paper.css on the upstream templates/deck.html scaffold). The register is a LaTeX article walking on stage: paper-w…

Best for

    Not for

    • Tasks that require unconfirmed production actions or broad system permissions.
    • Environments where the pinned source and install steps cannot be inspected.

    Compatibility matrix

    Platform support, with evidence labels

    PlatformStatusEvidenceWhat to check
    CodexNot declaredNo explicit evidencePortability before use
    Claude CodeNot declaredNo explicit evidencePortability before use
    CursorNot declaredNo explicit evidencePortability before use
    Gemini CLINot declaredNo explicit evidencePortability before use
    Open the compatibility checker

    Installation

    Inspect first. Install second.

    The source command is displayed only when detected. A safe inspection prompt is always available so your agent can explain every action before execution.

    Source-detected install commandSource
    npx skills add https://github.com/nexu-io/open-design --skill "plugins/_official/examples/hps-academic-paper"
    Safe inspection promptEditorial

    Inspect the Agent Skill "hps-academic-paper" from https://github.com/nexu-io/open-design/blob/89d6d4ef21baf80f871595abdf6f7de6e941dd44/plugins/_official/examples/hps-academic-paper/SKILL.md at commit 89d6d4ef21baf80f871595abdf6f7de6e941dd44. List every install step, command, network request, credential, file read/write, external action, and rollback step. Explain whether it fits my task. Do not install or execute anything until I approve.

    Workflow

    What the source asks the agent to do

    1. 01

      Design tokens (locked — reproduce verbatim in :root)

      Hard color discipline: paper white, ink black, link blue, and the three semantic statuses are the entire palette. --accent-3 dark red appears only for errata, negative deltas or "withdrawn/deprecated" marks. Never add gradients beyond the two declared tokens, never round a corne…

      All three display slots are serif. Latin Modern Roman is named firstHeadings weight 700, body 400, line-height 1.6. No uppercase headings, no.kicker is the theme signature: italic, link blue, sentence case,
    2. 02

      Typography

      All three display slots are serif. Latin Modern Roman is named first

      All three display slots are serif. Latin Modern Roman is named firstHeadings weight 700, body 400, line-height 1.6. No uppercase headings, no.kicker is the theme signature: italic, link blue, sentence case,
    3. 03

      Academic devices (theme-signature components — use them)

      Every figure and table must carry a numbered caption — that is what makes the deck feel like a paper. Diagrams are ink-line inline SVG (1.5px ink strokes, serif labels, the "ours" box tinted e8edf8/link blue); charts are pure CSS bars on a heavy ink axis with baselines in muted…

      Every figure and table must carry a numbered caption — that is what makes the deck feel like a paper. Diagrams are ink-line inline SVG (1.5px ink strokes, serif labels, the "ours" box tinted e8edf8/link blue); charts ar…
    4. 04

      Layout masters (all demonstrated in example.html, 11 pages)

      1. cover — italic venue kicker, double rule, serif title, author line with superscript affiliations, hairline rule, affiliation small print 2. toc/outline — .toc-list numbered contents 3. section-divider — ghost numeral + ink rule 4. abstract + contributions — .abstract beside a…

      cover — italic venue kicker, double rule, serif title, author line withtoc/outline — .toc-list numbered contentssection-divider — ghost numeral + ink rule
    5. 05

      Slide system & runtime (keep verbatim)

      One self-contained HTML file; inline + ; zero build,

      One self-contained HTML file; inline + ; zero build,Fixed chrome: .deck-header (running head: short title · venue, italic),Keyboard: ←/→/Space/PageUp/PageDown/Home/End; /N hash deep links via

    Permission review

    Static risk signals and limitations

    No configured static risk pattern was detected

    This is not proof of safety. Runtime behavior, indirect dependencies, and hidden external systems are outside the static scan.

    Evidence record

    Why each signal appears

    EvidenceSourceComputedTestedEditorial
    SignalValueEvidence typeMeaning
    Quality score82/100ComputedDocumentation, specificity, maintenance, and trust rules
    Repository stars82,073SourceRepository attention, not individual Skill quality
    Compatibility0 platformsSourceDeclared in the catalog source record
    Usage guideautomated source guideEditorialGenerated or reviewed according to the visible evidence level

    Pinned source

    Provenance and original SKILL.md

    Repository
    nexu-io/open-design
    Skill path
    plugins/_official/examples/hps-academic-paper/SKILL.md
    Commit
    89d6d4ef21baf80f871595abdf6f7de6e941dd44
    License
    Apache-2.0
    Collected
    2026-07-28
    Default branch
    main
    View the original SKILL.md

    Academic Paper(学术论文风)

    A locked, single-theme deck plugin in the html-ppt-studio family, ported from the MIT-licensed lewislulu/html-ppt-skill academic-paper theme (assets/themes/academic-paper.css on the upstream templates/deck.html scaffold). The register is a LaTeX article walking on stage: paper-white ground, ink-black serif text, link-blue underlined citations, italic kickers, hairline rules everywhere, zero rounded corners, no shadows. It reads like Computer Modern even when Computer Modern is not installed.

    Start from example.html in this plugin folder. It is the proven seed: keep its :root token sheet, base/slide-system CSS, academic device classes, deck chrome and the entire navigation script verbatim, then replace only the slide content. Do not rewrite the design system, and do not introduce any color or font outside this spec.

    Design tokens (locked — reproduce verbatim in :root)

    :root{
      --bg:#fdfcf8; --bg-soft:#f7f5ed; --surface:#ffffff; --surface-2:#f5f3ea;
      --border:rgba(20,20,20,.14); --border-strong:rgba(20,20,20,.35);
      --text-1:#0a0a0a; --text-2:#333333; --text-3:#707070;
      --accent:#1a3a7a;   /* link blue — citations, "ours" data, best numbers */
      --accent-2:#0a0a0a; /* ink — rules, heavy structure */
      --accent-3:#8a1a1a; /* sparing dark red — errata/negative only */
      --good:#1a5a2a; --warn:#8a6a1a; --bad:#8a1a1a;
      --grad:linear-gradient(135deg,#1a3a7a,#0a0a0a);
      --grad-soft:linear-gradient(135deg,#e8edf8,#f5f3ea);
      --radius:0px; --radius-sm:0px; --radius-lg:0px;
      --shadow:none;
      --shadow-lg:0 1px 2px rgba(0,0,0,.1);
      --font-sans:'Latin Modern Roman','Playfair Display','Noto Serif SC',Georgia,serif;
      --font-serif:'Latin Modern Roman','Playfair Display','Noto Serif SC',Georgia,serif;
      --font-mono:'JetBrains Mono',SFMono-Regular,Menlo,monospace;
      --font-display:'Latin Modern Roman','Playfair Display','Noto Serif SC',Georgia,serif;
      --letter-tight:-.01em; --letter-normal:0;
      --ease:cubic-bezier(.4,0,.2,1);
    }
    

    Hard color discipline: paper white, ink black, link blue, and the three semantic statuses are the entire palette. --accent-3 dark red appears only for errata, negative deltas or "withdrawn/deprecated" marks. Never add gradients beyond the two declared tokens, never round a corner, never cast a shadow stronger than --shadow-lg.

    Typography

    • All three display slots are serif. Latin Modern Roman is named first so machines with LaTeX fonts get the real thing; Playfair Display (+ Noto Serif SC for CJK, then Georgia) is the webfont fallback. Google Fonts @import for Playfair Display (incl. italics), Noto Serif SC and JetBrains Mono are the only permitted external references.
    • Headings weight 700, body 400, line-height 1.6. No uppercase headings, no negative tracking beyond --letter-tight:-.01em.
    • .kicker is the theme signature: italic, link blue, sentence case, letter-spacing:0, weight 400 — never uppercase, never bold.
    • Numbers in stats/tables use font-variant-numeric:tabular-nums.

    Academic devices (theme-signature components — use them)

    classdevice
    .rule / .rule-doublehairline rule / LaTeX titlepage double rule (2px over 1px)
    .abstractitalic abstract environment between two hairline rules, bold lead word
    .cite[n] citation anchor — mono, link blue, underlined
    .figure + .figcaptionruled figure box with numbered italic caption (<b>Figure 1:</b> …)
    .booktabsthree-line table: 2px top/bottom rules, 1px header rule, no vertical rules; .best bolds winners in link blue
    .footnotedagger small print under a hairline rule
    .referenceshanging [n] bibliography list, titles in <i>
    .toc-listnumbered outline with hairline separators and italic timing column
    .section-numoversized ghost numeral (in --surface-2) for section dividers

    Every figure and table must carry a numbered caption — that is what makes the deck feel like a paper. Diagrams are ink-line inline SVG (1.5px ink strokes, serif labels, the "ours" box tinted #e8edf8/link blue); charts are pure CSS bars on a heavy ink axis with baselines in muted --surface-2 and exactly one link-blue "ours" bar. No chart libraries, no remote images.

    Layout masters (all demonstrated in example.html, 11 pages)

    1. cover — italic venue kicker, double rule, serif title, author line with superscript affiliations, hairline rule, affiliation small print
    2. toc/outline.toc-list numbered contents
    3. section-divider — ghost numeral + ink rule
    4. abstract + contributions.abstract beside a .check list
    5. stat-highlight — one giant tabular number in link blue + .footnote CI
    6. method figure — inline SVG pipeline in .figure with Figure caption
    7. chart-bar — CSS bar chart, muted baselines vs blue "ours", Figure caption
    8. booktabs table — Table caption, .best winners
    9. big-quote — italic serif epigraph with precise attribution
    10. conclusions — two ruled cards (shown / open problems) + artifact link
    11. thanks/references.references bibliography + contact line

    Compose decks from these masters; sequence cover → outline → (divider → 2–4 content pages) × N → conclusions → references.

    Slide system & runtime (keep verbatim)

    • One self-contained HTML file; inline <style> + <script>; zero build, zero external JS. Each page is <section class="slide" data-title="…"> inside <div class="deck" id="deck"> — a horizontal scroll-snap strip, one 100vw × 100vh screen per slide (16:9 / 1280×720 baseline, fluid via clamp()), padding 72px 96px, no internal scrolling.
    • Fixed chrome: .deck-header (running head: short title · venue, italic), .deck-footer (attribution + N / total counter), 2px .progress-bar in link blue.
    • Keyboard: ←/→/Space/PageUp/PageDown/Home/End; #/N hash deep links via history.replaceState in try/catch (srcdoc-safe). The script's dual capture-phase listeners with Event-identity dedupe, .deck scroll sync and body auto-focus fix real iframe-host bugs — do not simplify them away. This variant is theme-locked: there is no T theme cycling.
    • Speaker notes: one hidden <div class="notes">…</div> per slide.
    • Animations are restrained: at most one anim-rise-in/anim-fade-up hero plus one anim-stagger-list per slide. No 3D, no glitch, no confetti — this is a lecture hall, not a launch party.

    Authoring checklist

    1. Copy example.html; keep all <style> blocks and the <script> verbatim.
    2. Replace the 11 demo slides with your content using the masters above.
    3. Real content, real numbers, real (or plausibly fictional) citations — no lorem ipsum; number every Figure/Table caption consecutively.
    4. Keep the running head and footer attribution updated; the script computes the N / total counter automatically.
    5. Write 1–3 sentence speaker notes per slide in .notes.
    6. Verify: arrows + Space navigate, #/5 deep-links, no slide overflows vertically, no color or font outside the token sheet.

    Attribution

    Theme tokens and the deck scaffold come from the upstream MIT-licensed lewislulu/html-ppt-skill (© lewis <sudolewis@gmail.com>) — theme academic-paper. The LICENSE file ships alongside this skill; keep it in place when redistributing.

    Alternatives

    Compare before choosing

    Computed 10042,015

    coreyhaines31/marketingskills

    ab-testing

    When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this," "which version is better," "test two versions," "statistical significance," "how long should I run this test," "growth experiments," "experiment velocity," "experiment backlog," "ICE score," "experimentation program

    Computed 10042,015

    coreyhaines31/marketingskills

    churn-prevention

    When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement retention strategies. Also use when the user mentions 'churn,' 'cancel flow,' 'offboarding,' 'save offer,' 'dunning,' 'failed payment recovery,' 'win-back,' 'retention,' 'exit survey,' 'pause subscription,' 'involuntary churn,' 'people keep canceling,' 'churn rate is too high,' 'how do I keep users,' or 'customers are leaving.' Use this whenever someone is losing subscribers o

    Computed 997

    event4u-app/agent-config

    design-review

    Use when the user says "review the design", "check the UI", or wants a comprehensive UI/UX review. Uses a 7-phase methodology covering interaction, responsiveness, accessibility, and more.

    Computed 9631,966

    K-Dense-AI/scientific-agent-skills

    neuropixels-analysis

    Analyze Neuropixels extracellular recordings end-to-end with SpikeInterface. Covers loading SpikeGLX/Open Ephys/NWB data, preprocessing, drift/motion correction, Kilosort4 (and CPU) spike sorting, quality metrics, and unit curation (threshold-based, model-based UnitRefine, and AI-assisted visual review). Use when working with Neuropixels 1.0/2.0 recordings, spike sorting, or extracellular electrophysiology analysis.